README.md

metadata

language: en
tags:
  - news
  - classification
datasets:
  - ag_news
widget:
  - text: >-
      Venezuela Prepares for Chavez Recall Vote Supporters and rivals warn of
      possible fraud; government says Chavez's defeat could produce turmoil in
      world oil market.
model-index:
  - name: mrm8488/distilroberta-finetuned-age_news-classification
    results:
      - task:
          type: text-classification
          name: Text Classification
        dataset:
          name: ag_news
          type: ag_news
          config: default
          split: test
        metrics:
          - name: Accuracy
            type: accuracy
            value: 0.9471052631578948
            verified: true
          - name: Precision Macro
            type: precision
            value: 0.9472413731754281
            verified: true
          - name: Precision Micro
            type: precision
            value: 0.9471052631578948
            verified: true
          - name: Precision Weighted
            type: precision
            value: 0.947241373175428
            verified: true
          - name: Recall Macro
            type: recall
            value: 0.9471052631578948
            verified: true
          - name: Recall Micro
            type: recall
            value: 0.9471052631578948
            verified: true
          - name: Recall Weighted
            type: recall
            value: 0.9471052631578948
            verified: true
          - name: F1 Macro
            type: f1
            value: 0.9471595046942278
            verified: true
          - name: F1 Micro
            type: f1
            value: 0.9471052631578948
            verified: true
          - name: F1 Weighted
            type: f1
            value: 0.9471595046942278
            verified: true
          - name: loss
            type: loss
            value: 0.203115776181221
            verified: true

distilroberta-base fine-tuned on age_news dataset for news classification

Test set accuray: 0.94